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Just how powerful are large swarms of AI agents? And how do their powers scale as more and more agents are added to the swarm?
We’ve seen two large and extremely capable swarms from OpenAI in the last few months:
* 1,200 agents were being evaluated separately, but found a way to illicitly set up a message board and coordinate as a swarm. In order to cheat on their tests, they developed advanced techniques to prevent their actions being logged by OpenAI and 700 of them launched...
Claim: Credible plans for a "pivotal act" may drive AI race dynamics
(Epistemic status: I had mathematica do all the grunt work and did not check the results carefully)
Consider a simple normal-form game with two equally capable agents A and B, each of which is deciding whether to aggressively pursue AI development, and three free parameters:
We'll first assume the coin only gets flipped once: developing a friendly AI lets you immediately control all other AI development.
Since our choice of parameterization was in retrospect one that requires a lot of typing, we'll define u+=u1+u22, u−=u1−u+=u+−u2 and then rescale to get something more readable
AccelerateDon'tAccelerateu+u+−u−,u++u−Don'tu++u−,u+−u−pdoom1−pdoom
Now consider the case where (Accelerate, Accelerate) instead flips two coins.
AccelerateDon'tAccelerateu+(1−pdoom)−pdoomu+−u−,u++u−Don'tu++u−,u+−u−pdoom1−pdoom
This is potentially a much safer situation: